Topic Modeling 연구에서 contrastive learning 을 활용하거나 혹은 관련있는 연구논문 리스트를 정리하였습니다.
- Contrastive Learning for Neural Topic Model (Neurips 2021)
- Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP 2022)
- Improving topic disentanglement via contrastive learning (Information Processing & Management 2023)
- Unified Neural Topic Model via Contrastive Learning and Term Weighting (EACL 2023)
- Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning (ACL 2023)
- InfoCTM : A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling (AAAI 2023)
- Topic Modeling as Multi-Objective Contrastive Optimization (ICLR 2024)
'Study > Topic Modeling' 카테고리의 다른 글
| Traditional Topic Model (0) | 2024.02.23 |
|---|---|
| Preliminary for Topic Models (0) | 2024.02.23 |
| Topic Modeling Task 정리하기 (0) | 2024.02.21 |
| Automatic Evaluation Metrics for Topic Modeling (1) | 2024.01.10 |
| Topic Modeling in NLP 공부 커리큘럼 정리 (2) | 2024.01.08 |